High-dimensional unsupervised classification via parsimonious contaminated mixtures

Antonio Punzo, Martin Blostein, Paul D. McNicholas

The contaminated Gaussian distribution represents a simple heavy-tailed elliptical generalization of the Gaussian distribution; unlike the often-considered t-distribution, it also…